Machine Learning for solving the Bz Problem in Space Weather Forecasting

Hannah Rüdisser1, Martin Reiss2,3, Christian Moestl4, Tanja Amerstorfer4, Ute Amerstorfer1, Andreas Weiss4,5, Rachel Bailey6, Andreas Windisch7, Jürgen Hinterreiter8, Siegfried Gonzi9 and David Jackson9, (1)ZAMG Central Institution for Meteorology and Geodynamics, Austrian Space Weather Office, Graz, Austria, (2)Community Coordinated Modeling Center, Code 674, NASA GSFC,, Greenbelt, United States, (3)Austrian Space Weather Office, Central Institution for Meteorology and Geodynamics, Graz, Austria, (4)Austrian Space Weather Office, ZAMG Central Institution for Meteorology and Geodynamics, Graz, Austria, (5)Heliophysics Science Division, NASA Goddard Space Flight Center, Greenbelt, United States, (6)ZAMG Central Institution for Meteorology and Geodynamics, Conrad Observatory, Vienna, Austria, (7)Know-Center GmbH, Graz, Austria, (8)University of Graz, Institute of Physics, Graz, Austria, (9)Met Office, Exeter, United Kingdom